A review on a deep learning perspective in brain cancer classification

GS Tandel, M Biswas, OG Kakde, A Tiwari, HS Suri… - Cancers, 2019 - mdpi.com
A World Health Organization (WHO) Feb 2018 report has recently shown that mortality rate
due to brain or central nervous system (CNS) cancer is the highest in the Asian continent. It …

[PDF][PDF] Brain tumor classification using convolutional neural networks

J Seetha, SS Raja - Biomedical & Pharmacology Journal, 2018 - academia.edu
The brain tumors, are the most common and aggressive disease, leading to a very short life
expectancy in their highest grade. Thus, treatment planning is a key stage to improve the …

Brain tumor detection and classification using convolutional neural network and deep neural network

CL Choudhury, C Mahanty, R Kumar… - … on computer science …, 2020 - ieeexplore.ieee.org
For successful treatment of the disease, accurate and early detection of brain tumours is
essential. Early detection not only helps to come up with better medications, it can also save …

Role of deep learning in brain tumor detection and classification (2015 to 2020): A review

M Nazir, S Shakil, K Khurshid - Computerized medical imaging and …, 2021 - Elsevier
During the last decade, computer vision and machine learning have revolutionized the world
in every way possible. Deep Learning is a sub field of machine learning that has shown …

Programmed multi-classification of brain tumor images using deep neural network

P Nagaraj, V Muneeswaran, LV Reddy… - … and control systems …, 2020 - ieeexplore.ieee.org
Identification of brain tumors attends a critical role in evaluating tumors and making
decisions about care as per their grades. Several imaging methods are employed to identify …

A deep transfer learning based architecture for brain tumor classification using MR images

B Badjie, ED Ülker - Information Technology and Control, 2022 - itc.ktu.lt
Deep Learning (DL) is becoming more popular in the healthcare sectors due to the
exponential growth of data availability and its excellent performance in diagnosing various …

Brain tumor classification using deep learning

A Saleh, R Sukaik, SS Abu-Naser - … Conference on Assistive …, 2020 - ieeexplore.ieee.org
Brain tumor is a very common and destructive malignant tumor disease that leads to a
shorter life if it is not diagnosed early enough. Brain tumor classification is a very critical step …

Automated classification of brain tumors from magnetic resonance imaging using deep learning

Z Rasheed, YK Ma, I Ullah, T Al Shloul, AB Tufail… - Brain Sciences, 2023 - mdpi.com
Brain tumor classification is crucial for medical evaluation in computer-assisted diagnostics
(CAD). However, manual diagnosis of brain tumors from magnetic resonance imaging (MRI) …

Detection of brain tumor using deep learning

HR Almadhoun, SS Abu-Naser - 2022 - philpapers.org
Artificial intelligence (AI) is an area of computer science that emphasizes the creation of
intelligent machines or software that work and reacts like humans, some of the computer …

Deep learning for smart Healthcare—A survey on brain tumor detection from medical imaging

M Arabahmadi, R Farahbakhsh, J Rezazadeh - Sensors, 2022 - mdpi.com
Advances in technology have been able to affect all aspects of human life. For example, the
use of technology in medicine has made significant contributions to human society. In this …